MEDICINAL CHEMISTRY COMBITORIAL CHEMISTRY QSAR
Transcript of MEDICINAL CHEMISTRY COMBITORIAL CHEMISTRY QSAR
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MEDICINAL CHEMISTRY
COMBITORIAL CHEMISTRY
QSAR
ASSISTANT PROFESSORSARASWATI INSTITUTE OF PHARMACEUTICAL
SCIENCES
MR. SANDIP N. BADELIYA
What is medicinal chemistry ?
In medicinal chemistry, the chemist attempts to design and synthesize
a medicine or a pharmaceutical agent which will benefit humanity.
Such a compound could also be called a 'drug‘. Latin ars medicina,
meaning the art of healing
It involves:
• Synthesis
• Structure-Activity Relationships (SAR)
• Receptor interactions • Absorption, distribution, metabolism, and
excretion (ADME)
According to IUPAC:
Medicinal chemistry it concerns the discovery, the development, identification and
interpretation of mode of action of biological active compounds at the molecular level.
Medicinal chemistry covers the three stages
Discovery step: Involving choice of therapeutic target (receptor, enzyme &
target group, cellularorinvivomodel) & identification or discovery and
production of new active substances interactingwithselectedtargets. Such
compounds called LEADCOMPOUND.
An optimization step: Which deals with improvement of lead compound.
•The optimization process takes primarily into account the increase in
potency, selectivity and toxicity
Development stage: Whose purpose is continuation of improvement of
pharmacokinetic properties.
History of Medicinal chemistry
2000 BC Materia Medica 250 vegetables drug And 120 mineral drugs
1500 BC Egyptian papyrus ebers 700 drugs originated from
animal/plants/minerals
Emperor Frederick II issued the Magna Carta of pharmacy in 1240
Synthesis of Urea 1828 started Organic medicinal Chemistry
Ehrlich’s “Side chain theory” and chemotherapy and Fischer’s lock-and
key theory Birth of Modern Med Chem 1800
Medicinal chemistry received formal recognition in academic
pharmacy in 1932
Objective of medicinal chemistry !
Generally, we can identify the following stages in drug discovery, design and
development.
Drug discovery-finding a lead
• Choose a disease.
• Choose a drug target.
• Identify a bioassay.
• Find a lead compound.
• Isolate and purify the lead compound if necessary.
• Determine the structure of the lead compound if necessary.
Drug design
• Identify structure-activity relationships (SARs)
• Identify the pharmacophore.
• Improve target interactions (pharmacodynamics).
• Improve pharmacokinetic properties,
Drug development
• Patent the drug.
• Carry out preclinical trials (drug metabolism, toxicology, formulation and stability
test, pharmacology studies, etc).
• Design a manufacturing process (chemical and process development).
• Carry out clinical trials.
• Register and market the drug.
• Make money.
Finally Medicinal chemistry includes synthetic & computational aspects of the study
of existing drugs and agents in development in relation to their bioactivities i.e.,
understandings a SARs (Structure Activity Relationships). OR • Itisatailoring ofdrug
What is combitorial chemistry?
Combinatorial chemistry is a technique by which large numbers of
different but structurally similar molecules are produced rapidly and
submitted for pharmacological assay.
This technique uses the same reaction conditions with the same
reaction vessels to produce a large range of analogues.
Technique invented in the late 1980s and early 1990s to enable tasks to
be applied to many molecules simultaneously
Combitorial library
Def: collection of finally synthesized compounds
Size: depends on the number of building blocks used per reaction and the number of
reaction steps, in which a new building block is introduced
Typical: 102 up to 105 compounds
Random libraries Focused or targeted libraries
Multiple libraries Template –scaffold library
Multiple targets One target
Highly diverse Highly structural similarity
Mixtures Single compounds
˃ 5000 compounds ˂ ˂ 5000 compounds
Solid phase synthesis Synthesis in solution, solid phase
Non purified compounds Pure compounds
On bead screening, if possible Screening in solution
Applications
Applications of combinatorial chemistry are very wide Scientists use combinatorial
chemistry to create large populations of molecules that can be screened efficiently.
By producing larger, more diverse compound libraries, companies increase the
probability that they will find novel compounds of significant therapeutic and
commercial value.
Provides a stimulus for robot-controlled and immobilization strategies that allow
high-thrughput and multiple parallel approaches to drug discovery.
Techniques in combitorial chemistry
Solid support synthesis: (on solid phase such as resin bead, pins, or chips)
Split and mix method
Parallel synthesis
Solution phase synthesis (in solvent in the reaction flask
Solid phase synthesis
Reactants are bound to a polymeric surface and modified whilst still attached. Final
product is released at the end of the synthesis.
Examples of solid phase supports:
Partially cross-linked polystyrene beads hydrophobic in nature causes
problems in peptide synthesis due to peptide folding
Sheppard’s polyamide resin - more polar
Tentagel resin - similar environment to ether or THF
Beads, pins and functionalized glass surfaces
Method • Beads must be able to swell in the solvent used, and remain stable
• Most reactions occur in the bead interior
L
Anchor or linker
A molecular moiety which is covalently attached to the solid support, andwhich contains a reactive functional group
• Allows attachment of the first reactant
• The link must be stable to the reaction conditions in the synthesis but easilycleaved to release the final compound
• Different linkers are available depending on the functional group to beattached and the desired functional group on the product
• Resins are named to define the linker e.g. Merrifield, Wang, Rink
Solid phase synthesis: protecting groups
A few protecting groups used in solid phase synthesis.
For amines:
Boc ( t-butoxycarbonyl )
Fmoc (9-fluorenylmetoxy carbonyl)
Tmsec (2 [trimethylsilyl] ethoxycarbonyl)
For carboxylic acids:
Tert Bu ester(t-butyl ester)
Fm ester(9-fluronyl methyl ester)
Tmse ester(2 [trimethylsilyl] ethyl)
Parallel Synthesis To use a standard synthetic route to produce a range of analogues, with a different
analogue in each reaction vessel, tube or well.
The identity of each structure is known
Useful for producing a range of analogues for SAR or drug optimisation.
Procedure for parallel synthesis!
Houghton’s Tea Bag Procedure:
Each tea bag contains beads and is labelled
Separate reactions are carried out on each tea bag
Combine tea bags for common reactions or work up procedures
A single product is synthesised within each teabag
Different products are formed in different teabags
Economy of effort - e.g. combining tea bags for workups
Cheap and possible for any lab
Manual procedure and is not suitable for producing large quantities of different products
Automated parallel synthesis:
Automated synthesizers are available with 42, 96 or 144 reaction vessels or wells
Use beads or pins for solid phase support
Reactions and work ups are carried out automatically
Same synthetic route used for each vessel, but different reagents
Different product obtained per vessel
Mixed Combinatorial Synthesis:
To use a standard synthetic route to produce a large variety of
different analogues where each reaction vessel or tube contains a
mixture of products
The identities of the structures in each vessel are not known with
certainty
Useful for finding a lead compound
Capable of synthesizing large numbers of compounds quickly
Each mixture is tested for activity as the mixture Inactive mixtures
are stored in combinatorial libraries
Active mixtures are studied further to identify active component
The Mix and Split Method:
Example - Synthesis of all possible dipeptides using 5 amino acids
Standard methods would involve 25 separate syntheses.
Combinatorial procedure involves five separate syntheses using a mix
and split strategy
Quantitative structure activity relationship(QSAR)
QSAR is a mathematical relationship in the form of an equation
between the biological activity and measurable physiochemical
parameters.
QSAR attempts to identify and quantify the physicochemical
properties of a drug and to see whether any of these property has an
effect on the drugs biological activity
The parameters used in QSAR is a measure of the potential
contribution of its group to a particular property of the parent drug.
Activity is expressed as log(1/C). C is the minimum concentration
required to cause a defined biological response.
Physicochemical property as log p.
Various parameters used in QSAR studies are
Lipophilic parameters: partition coefficient, π- substitution constant.
Electronic parameters: Hammet constant.
Steric parameters: Taft’s constant, molar refractivity, Verloop steric
parameter.
LIPOPHILIC PARAMETERS
Lipophilicity is partitioning of the compound between an aqueous and
non-aqueous phase.
Partition coefficient: P=[drug] in octanol/[drug] in water
π-substituent constant or hydrophobic substituent constants:
The π-substituent constant defined by Hansch and co-workers.
Measure of how hydrophobic a substituent is, relative to H.
Positive values imply substituents are more hydrophobic than H
Negative values imply substituents are less hydrophobic than H
A QSAR equation may include both P and p.
P measures the importance of a molecule’s overall hydrophobicity (relevant to
absorption, binding etc.)
p identifies specific regions of the molecule which might interact with hydrophobic
regions in the binding site
ELECTRONIC PARAMETERSHammett Substituent Constant (σ):
Eg. X= electron withdrawing group (e.g. NO2)
X= electron donating group (e.g. CH3)
σ value depends on inductive and resonance effects
σ value depends on whether the substituent is meta or para
ortho values are invalid due to steric factors
STERIC SUBSTITUTION CONSTANT
It is a measure of the bulkiness of the group it represents and it effects
on the closeness of contact between the drug and receptor site. It is
much harder to quantitate.
Taft’s steric factor (Es') : Measured by comparing the rates of
hydrolysis of substituted aliphatic esters against a standard ester under
acidic conditions
Es = log kx - log ko
kx represents the rate of hydrolysis of a substituted ester
ko represents the rate of hydrolysis of the parent ester
Molar refractivity (MR): Measure of the volume occupied by an atom or group--
equation includes the MW, density(d), and the index of refraction
(n)– MR=(n²-1)MW/(n²+2)d
Verloop steric parameter: computer program uses bond angles, van der Waals radii,
bond lengths.
Hansch Equation
A QSAR equation relating various physicochemical properties to the biological
activity of a series of compounds
Usually includes log P, electronic and steric factors
Start with simple equations and elaborate as more structures are synthesised
Typical equation for a wide range of log P is parabolic
Conclusions:
• Activity increases if p is +ve (i.e. hydrophobic substituents)
• Activity increases if s is negative (i.e. e-donating substituents)